Fuzzy Recurrence Plots and Networks with Applications in Biomedicine (Hardcover, 1st ed. 2020)

This book presents an original combination of three well-known methodological approaches for nonlinear data analysis: recurrence, networks, and fuzzy logic. After basic concepts of these three approaches are introduced, this book presents recently developed methods known as fuzzy recurrence plots and fuzzy recurrence networks. Computer programs written in MATLAB, which implement the basic algorithms, are included to facilitate the understanding of the developed ideas. Several applications of these techniques to biomedical problems, ranging from cancer and neurodegenerative disease to depression, are illustrated to show the potential of fuzzy recurrence methods. This book opens a new door to theorists in complex systems science as well as specialists in medicine, biology, engineering, physics, computer science, geosciences, and social economics to address issues in experimental nonlinear signal and data processing.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Release date:	2020
First published:	2020
Authors:	Tuan D. Pham
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	170
Edition:	1st ed. 2020
ISBN-13:	978-3-03-037529-4
Categories:	Books > Reference & Interdisciplinary > Communication studies > Coding theory & cryptology Books > Science & Mathematics > Mathematics > Numerical analysis Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Computing & IT > Applications of computing > Pattern recognition Books > Medicine > General issues > Medical equipment & techniques > Medical research Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Science & Mathematics > Mathematics > Applied mathematics > Non-linear science
LSN:	3-03-037529-3
Barcode:	9783030375294

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